Mathematical Statistics for Economics and Business

• Main Author: Mittelhammer, Ron C. (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: New York, NY : Springer New York : Imprint: Springer, 2013.
• Edition: 2nd ed. 2013.
• Subjects: Mathematics.; Probabilities.; Statistics.; Econometrics.; Probability Theory and Stochastic Processes.; Statistics, general.; Statistics for Business/Economics/Mathematical Finance/Insurance.

Mathematical Statistics for Economics and Business, Second Edition, provides a comprehensive introduction to the principles of mathematical statistics which underpin statistical analyses in the fields of economics, business, and econometrics.  The selection of topics in this textbook is designed to...

Table of Contents:

• Elements of Probability Theory
• Random Variables, Densities, and Cumulative Distribution Functions
• Expectations and Moments of Random Variables
• Parametric Families of Density Functions
• Basic Asymptotics
• Sampling, Sample Moments, Sampling Distributions, and Simulation
• Point Estimation Theory
• Point Estimation Methods
• Hypothesis Testing Theory
• Hypothesis Testing Methods and Confidence Regions
• Appendix.